AI Innovation Engineer
7 days ago
Job Title: AI Innovation Engineer
Location: N/A
Work Arrangement: N/A
Responsibilities
- Design, implement, and maintain large-scale machine learning pipelines based on the product roadmap.
- Develop and manage asynchronous messaging protocols for backend and frontend systems, ensuring optimization where needed.
- Establish comprehensive monitoring and alerting systems to detect issues, opportunities for optimization, and errors.
- Conduct in-depth analysis of video pipelines, outlining interfaces, desired output quality, and required tasks.
- Evaluate existing Gen-AI models, such as Stable Diffusion, GANs, and LLMs, to determine suitability.
- Explore and research new AI models to assess potential enhancements to product performance.
- Deploy AI models on in-house hardware, adjusting them as needed, and integrate them into the broader platform.
- Develop scalable, cost-efficient API connections for cloud-deployed models.
Requirements
- Proven experience working with large-scale distributed systems and machine learning platforms.
- Expertise in curating and bootstrapping datasets for image generation or classification tasks.
- Strong proficiency in Python, PyTorch, and related machine learning libraries.
- Ability to read and implement cutting-edge research papers in Generative AI, and collaborate with researchers for innovation.
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